"""DeepSeek-OCR 客户端(子智能体专用)。""" import base64 import mimetypes from pathlib import Path from typing import Dict, List from openai import OpenAI from config import OCR_API_BASE_URL, OCR_API_KEY, OCR_MODEL_ID, OCR_MAX_TOKENS from modules.file_manager import FileManager class OCRClient: """封装 DeepSeek-OCR 调用逻辑。""" def __init__(self, project_path: str, file_manager: FileManager): self.project_path = Path(project_path).resolve() self.file_manager = file_manager base_url = (OCR_API_BASE_URL or "").rstrip("/") if not base_url.endswith("/v1"): base_url = f"{base_url}/v1" self.client = OpenAI( api_key=OCR_API_KEY, base_url=base_url, ) self.model = OCR_MODEL_ID or "deepseek-ai/DeepSeek-OCR" self.max_tokens = OCR_MAX_TOKENS or 4096 self.max_image_size = 10 * 1024 * 1024 # 10MB def _validate_image_path(self, path: str): valid, error, full_path = self.file_manager._validate_path(path) if not valid: return False, error, None if not full_path.exists(): return False, "文件不存在", None if not full_path.is_file(): return False, "不是文件", None return True, "", full_path def ocr_image(self, path: str, prompt: str) -> Dict: warnings: List[str] = [] valid, error, full_path = self._validate_image_path(path) if not valid: return {"success": False, "error": error, "warnings": warnings} if not prompt or not str(prompt).strip(): return {"success": False, "error": "prompt 不能为空", "warnings": warnings} try: data = full_path.read_bytes() except Exception as exc: return {"success": False, "error": f"读取文件失败: {exc}", "warnings": warnings} size = len(data) if size <= 0: return {"success": False, "error": "文件为空,无法识别", "warnings": warnings} if size > self.max_image_size: return { "success": False, "error": f"图片过大({size}字节),上限为{self.max_image_size}字节", "warnings": warnings, } mime_type, _ = mimetypes.guess_type(str(full_path)) if not mime_type or not mime_type.startswith("image/"): warnings.append("无法确定图片类型,已按 JPEG 处理") mime_type = "image/jpeg" base64_image = base64.b64encode(data).decode("utf-8") data_url = f"data:{mime_type};base64,{base64_image}" try: response = self.client.chat.completions.create( model=self.model, messages=[ { "role": "user", "content": [ {"type": "image_url", "image_url": {"url": data_url}}, {"type": "text", "text": prompt}, ], } ], max_tokens=self.max_tokens, temperature=0, ) content = response.choices[0].message.content if response.choices else "" return {"success": True, "content": content or "", "warnings": warnings} except Exception as exc: return {"success": False, "error": f"OCR 调用失败: {exc}", "warnings": warnings}